Chitblog.cpbprojects.me·Sep 20, 2022Where's my Voi scooter: [Conclusion] What I learned from Voi scooter data this summerThis blog post concludes what I learned from the data collected in the Where's my Voi scooter series. I started this study at the beginning of the summer aiming to find ways to locate a Voi scooter by collecting data on Voi scooters. I tracked the sc...Discuss·1 like·100 readsWhere's my Voi scooterVoi
Chitblog.cpbprojects.me·Sep 7, 2022Where's my Voi scooter: [10] Analysis of data in July 2022In this blog, I will analyse the data of Voi scooters in my area in July using the Python program I built previously. All the messy code will not be shown here, but you can see the beautiful plots and graphs generated from the data. If you are intere...Discuss·152 readsWhere's my Voi scooterVoi
Chitblog.cpbprojects.me·Aug 3, 2022Where's my Voi scooter: [9] Masking scooter heatmap on the map using Python PIL moduleIn this blog, I plan to incorporate the map into the heatmap made in the previous blog post, because, with only the heatmap, you can see which coordinates have a lot of scooters, but you have to reference the map with the coordinates, which is inconv...Discuss·1 like·91 readsWhere's my Voi scooterProgramming Blogs
Chitblog.cpbprojects.me·Jul 21, 2022Where's my Voi scooter: [8] Creating Heatmap for distribution of scootersIn this blog, I aim to investigate the distribution of scooters. Finding out the latitude and longitude of my city Scooter data uses latitude and longitude to store where they are. Latitude and longitude are a way to represent where something is in t...Discuss·1 like·151 readsWhere's my Voi scooterVoi
Chitblog.cpbprojects.me·Jul 11, 2022Where's my Voi scooter: [7] Analysis of scooter battery with graphsI will be trying to learn from the data set I collected, starting with the battery of scooters. Deal with missing data Because of my data collection program crashing, there are some data missing, I now need to find them out, so that I don't mess up m...Discuss·1 like·139 readsWhere's my Voi scooterVoi
Chitblog.cpbprojects.me·Jul 7, 2022Where's my Voi scooter: [6] Changing the data storage formatIn this blog post I will first fix the data collection program, and then change how the data is stored, to facilitate further analysis. Improving the data collection program The data collection program crashed multiple times. Since data cannot be col...Discuss·1 like·66 readsWhere's my Voi scooterVoi
Chitblog.cpbprojects.me·Jun 17, 2022Where's my Voi scooter: [5] Data processing and analysing vehicle count dataWith so much data collected, now is the time to dissect it and try to learn something from it. Error during data collection Before that, there were two instances of my program failing during the data collection stage that I want to record. At night, ...Discuss·1 like·27 readsWhere's my Voi scooterVoi
Chitblog.cpbprojects.me·Jun 9, 2022Where's my Voi scooter: [4] Hosting the project on the cloud with a guild on how to set up a VPSI will host my Voi scooter location getter project on the cloud in this blog. While the word cloud may sound fancy, it is just someone else's computer. Why cloud The code needs to fetch data and store it 24/7. But I don't want to waste energy, also t...Discuss·3 likes·120 readsWhere's my Voi scooterProgramming Blogs
Chitblog.cpbprojects.me·Jun 2, 2022Where's my Voi scooter: [3] Coding the Voi scooter location getterI am going to code the Voi scooter location getter in this blog. The program should request access tokens only when it needs to, send Voi scooter location requests every minute, and efficiently store them. Read config file I started with make_api_req...Discuss·1 like·57 readsWhere's my Voi scooterPython
Chitblog.cpbprojects.me·May 30, 2022Where's my Voi scooter: [1] Starting my journeySomebody used the Voi scooter parked in front of my place, I want to know where it is now. Background I got into using Voi scooter recently. It is a scooter hiring service where you can use scooters parked on the street. To use the same scooter and g...Discuss·1 like·114 readsWhere's my Voi scooterPython
![Where's my Voi scooter: [Conclusion] What I learned from Voi scooter data this summer](https://cdn.hashnode.com/res/hashnode/image/upload/v1663667231908/U1uWHWlH1.png?w=1600&h=840&fit=crop&crop=entropy&auto=compress,format&format=webp)
![Where's my Voi scooter: [10] Analysis of data in July 2022](https://cdn.hashnode.com/res/hashnode/image/upload/v1662548521650/noBibX9Hw.png?w=1600&h=840&fit=crop&crop=entropy&auto=compress,format&format=webp)
![Where's my Voi scooter: [9] Masking scooter heatmap on the map using Python PIL module](https://cdn.hashnode.com/res/hashnode/image/upload/v1659563934511/0GZxnmXkI.png?w=1600&h=840&fit=crop&crop=entropy&auto=compress,format&format=webp)
![Where's my Voi scooter: [8] Creating Heatmap for distribution of scooters](https://cdn.hashnode.com/res/hashnode/image/upload/v1658409084389/TX4wEmzRs.png?w=1600&h=840&fit=crop&crop=entropy&auto=compress,format&format=webp)
![Where's my Voi scooter: [7] Analysis of scooter battery with graphs](https://cdn.hashnode.com/res/hashnode/image/upload/v1657567482911/qUzLkT1ol.png?w=1600&h=840&fit=crop&crop=entropy&auto=compress,format&format=webp)
![Where's my Voi scooter: [6] Changing the data storage format](https://cdn.hashnode.com/res/hashnode/image/unsplash/Wpnoqo2plFA/upload/v1657202339643/4zyHEDEve.jpeg?w=1600&h=840&fit=crop&crop=entropy&auto=compress,format&format=webp)
![Where's my Voi scooter: [5] Data processing and analysing vehicle count data](https://cdn.hashnode.com/res/hashnode/image/upload/v1655481487026/IcYo1pdfD.jpg?w=1600&h=840&fit=crop&crop=entropy&auto=compress,format&format=webp)
![Where's my Voi scooter: [4] Hosting the project on the cloud with a guild on how to set up a VPS](https://cdn.hashnode.com/res/hashnode/image/unsplash/7nqYNG5OkZE/upload/v1654782581446/-9uNM1qIq.jpeg?w=1600&h=840&fit=crop&crop=entropy&auto=compress,format&format=webp)
![Where's my Voi scooter: [3] Coding the Voi scooter location getter](https://cdn.hashnode.com/res/hashnode/image/unsplash/k1IiDVa0jnM/upload/v1654160154008/715Ig_J4n.jpeg?w=1600&h=840&fit=crop&crop=entropy&auto=compress,format&format=webp)
![Where's my Voi scooter: [1] Starting my journey](https://cdn.hashnode.com/res/hashnode/image/unsplash/BWz1OuvYiM8/upload/v1653920883805/fDdA8XX_p.jpeg?w=1600&h=840&fit=crop&crop=entropy&auto=compress,format&format=webp)